###Packages Used

#Skin Bleaching Time Series Analysis

##Distribution

Here I am loading in the data. This dataset contains information for years 2004 - 2019, however only 2008 onward will be analyzed.

Plotting the temporal trend

year month rsv month_name year_f rsv_PChangeFrom-1
Length:132 Min. : 1.00 Min. : 17.00 Apr :11 2008 :12 Min. :-66.000
Class :character 1st Qu.: 3.75 1st Qu.: 35.75 Aug :11 2009 :12 1st Qu.:-12.349
Mode :character Median : 6.50 Median : 43.00 Dec :11 2010 :12 Median : 0.000
NA Mean : 6.50 Mean : 43.33 Feb :11 2011 :12 Mean : 4.385
NA 3rd Qu.: 9.25 3rd Qu.: 50.00 Jan :11 2012 :12 3rd Qu.: 13.397
NA Max. :12.00 Max. :100.00 Jul :11 2013 :12 Max. :196.296
NA NA NA (Other):66 (Other):60 NA’s :1

method r p.value
Spearman’s rank correlation rho 0.4240577 4e-07

#Skin Bleaching Regional Analysis

Choropleth map